Welcome to the course! 😃

I’m excited that you’re here, because we’re going to have a lot of fun and learn about how to use what is undoubtedly a technology that will change the world: Large Language Models.

This Course Handbook provides the resources and links relevant to the course. I’ll also be updating it with tidbits that don’t fit in the course itself.

If you have any questions, feel free to reach out to me on the ZTM Discord or email me at [email protected].

Introduction

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How LLMs Work

Lesson: Large Language Models - Part 1

• Lesson from “Complete Python Developer: Zero to Mastery” that explains programming languages and code interpreters

Lesson: The Transformer Model

• Paper: Attention Is All You Need

Exercise: Visualize the LLM Architecture

• https://www.bing.com/images/create

Lesson: Thinking Like LLMs - The Reversal Curse

• Paper: The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A”

Lesson: Artificial General Intelligence?

• Paper: Sparks of Artificial General Intelligence: Early experiments with GPT-4
• Paper: Levels of AGI: Operationalizing Progress on the Path to AGI